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Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 2m

If you know TOON, youโ€™re ahead of 99% of people. JSON is dead. TOON is for modern AI systems. If youโ€™re still sending JSON to your LLMsโ€ฆ youโ€™re wasting money. ๐—ง๐—ข๐—ข๐—ก (๐—ง๐—ผ๐—ธ๐—ฒ๐—ป-๐—ข๐—ฟ๐—ถ๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ ๐—ข๐—ฏ๐—ท๐—ฒ๐—ฐ๐˜ ๐—ก๐—ผ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป) is the new standard built specifically for modern AI systems. JSON is bloated. Repetitive. Filled with quotes, keys, and braces that LLMs donโ€™t need. TOON removes all this noise, making your prompts ๐—น๐—ถ๐—ด๐—ต๐˜๐—ฒ๐—ฟ, ๐—ณ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ, ๐—ฎ๐—ป๐—ฑ ๐—ณ๐—ฎ๐—ฟ ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—Ÿ๐—Ÿ๐— -๐—ณ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฑ๐—น๐˜†. โœ… What TOON delivers โ€ข 30โ€“60% ๐—ณ๐—ฒ๐˜„๐—ฒ๐—ฟ ๐˜๐—ผ๐—ธ๐—ฒ๐—ป๐˜€ for uniform arrays โ€ข ๐—›๐—ถ๐—ด๐—ต๐—ฒ๐—ฟ ๐—ฎ๐—ฐ๐—ฐ๐˜‚๐—ฟ๐—ฎ๐—ฐ๐˜† due to explicit field sets & lengths โ€ข ๐—–๐—น๐—ฒ๐—ฎ๐—ป๐—ฒ๐—ฟ ๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ with minimal syntax โ€ข ๐—™๐˜‚๐—น๐—น ๐—ฐ๐—ผ๐—บ๐—ฝ๐—ฎ๐˜๐—ถ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† with JSON (convert in/out instantly) JSON vs TOON Same data โ†’ up to 60% ๐—ณ๐—ฒ๐˜„๐—ฒ๐—ฟ ๐˜๐—ผ๐—ธ๐—ฒ๐—ป๐˜€ โ†’ better comprehension. The numbers speak: โ€ข 64% ๐˜๐—ผ๐—ธ๐—ฒ๐—ป ๐˜€๐—ฎ๐˜ƒ๐—ถ๐—ป๐—ด๐˜€ for tabular data โ€ข ~74% ๐—ฟ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น ๐—ฎ๐—ฐ๐—ฐ๐˜‚๐—ฟ๐—ฎ๐—ฐ๐˜† (vs ~70% with JSON) โ€ข 76% ๐—ฏ๐—ฒ๐˜๐˜๐—ฒ๐—ฟ ๐—ฐ๐—ผ๐˜€๐˜-๐—ฒ๐—ณ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐˜† per 1,000 tokens For teams running ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€, ๐—ฅ๐—”๐—š ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ๐˜€, ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐—ฐ๐—ฎ๐˜๐—ฎ๐—น๐—ผ๐—ด๐˜€, ๐—น๐—ผ๐—ด๐˜€, ๐—บ๐˜‚๐—น๐˜๐—ถ-๐˜๐—ผ๐—ผ๐—น ๐˜„๐—ผ๐—ฟ๐—ธ๐—ณ๐—น๐—ผ๐˜„๐˜€, ๐—ผ๐—ฟ ๐—น๐—ผ๐—ป๐—ด-๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐˜…๐˜ ๐—ฝ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜๐˜€, the savings compound fast. Don't see TOON as a JSON replacement. TOON isnโ€™t a new API format. Itโ€™s becoming the ๐—ป๐—ฒ๐˜„ ๐˜€๐˜๐—ฎ๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ฑ ๐—ณ๐—ผ๐—ฟ ๐—Ÿ๐—Ÿ๐—  ๐—ฐ๐—ผ๐˜€๐˜-๐—ฒ๐—ณ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐˜†. Your app still uses JSON. Only your LLM sees TOON. โžก๏ธ JSON โ†’ TOON โ†’ LLM โ†’ back to JSON Fast. Accurate. Built for LLMs. If your company uses modern AI systems, this can save a lot of money, compounding over time. โœ… Repost for others in your network who can benefit from this.

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